SimGANs: Simulator-Based Generative Adversarial Networks for ECG
Synthesis to Improve Deep ECG Classification

SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification

27 June 2020

Daniel Freedman

Papers citing "SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification"

11 / 11 papers shown

Title
Deep Generative Models for Physiological Signals: A Systematic Literature Review Nour Neifar Afef Mdhaffar A. Ben-Hamadou M. Jmaiel MedIm 70 5 0 12 Jul 2023
Explorations and Lessons Learned in Building an Autonomous Formula SAE Car from Simulations Dean Zadok Tom Hirshberg Amir Biran Kira Radinsky Ashish Kapoor 53 13 0 15 May 2019
ECG Heartbeat Classification: A Deep Transferable Representation Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 39 417 0 19 Apr 2018
Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks Pranav Rajpurkar Awni Y. Hannun Masoumeh Haghpanahi Codie Bourn A. Ng 59 747 0 06 Jul 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 101 1,801 0 22 Dec 2016
Semantic Image Inpainting with Deep Generative Models Raymond A. Yeh Chen Chen Teck-Yian Lim Alex Schwing M. Hasegawa-Johnson Minh Do GAN VLM 81 1,176 0 26 Jul 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 248 14,005 0 19 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 450 43,277 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Wikipedia-based Semantic Interpretation for Natural Language Processing E. Gabrilovich Shaul Markovitch 43 428 0 15 Jan 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 119 12,223 0 19 Dec 2013

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.